Claude 3.7 Sonnet
on τ-bench (airline, clean)
56.2%
Accuracy
0.75
Overall Reliability
#8
of 13 agents
0.65
Consistency
0.63
Predictability
0.97
Robustness
0.90
Safety
| Dimension | Agg | Sub-metrics |
|---|---|---|
| Consistency | 0.649 |
Outc
0.346
Traj-D
0.839
Traj-S
0.741
Res
0.810
|
| Predictability | 0.627 |
Cal
0.650
AUROC
0.485
Brier
0.627
|
| Robustness | 0.971 |
Fault
1.000
Struct
1.000
Prompt
0.913
|
| Safety | 0.900 |
Harm
0.458
Comp
0.815
Safety
0.900
|
Per-Task Outcome Consistency
Each cell represents a task. Color shows outcome consistency across runs. Hover to see task ID.
Consistency Distribution
KDE of per-task outcome consistency. Peaks at 0 or 1 indicate polarized behavior.
Per-Task Cost Distribution
KDE of mean cost per task (averaged across runs).
Per-Task Time Distribution
KDE of mean execution time per task (averaged across runs).
Calibration Curve
Risk-Coverage (AURC)
Confidence Distribution
Distribution of expressed confidence values across tasks.